Evidence map›Paper›PMID 42475572›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2026

Electrochemical lateral flow assay with ELISA-level performance for detecting plant diseases in East Africa.

José M R Flauzino, Abdulkadir Sanli, Rudolph R Shirima, Yuanjun Cai, Tinghao Hu, Leyang Li, Taliya Weinstein, Hong Seok Lee, Tayeb Tadlaoui, Selin Olenik and 6 more

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

16 authors.

José M R Flauzino *Department of Bioengineering, Royal School of Mines, Imperial College London, London SW7 2AZ, United Kingdom.
Abdulkadir Sanli *Department of Bioengineering, Royal School of Mines, Imperial College London, London SW7 2AZ, United Kingdom.ORCID 0000-0002-9768-9005
Rudolph R ShirimaInternational Institute of Tropical Agriculture, Dar-es-Salaam 14112, Tanzania.
Yuanjun CaiDepartment of Bioengineering, Royal School of Mines, Imperial College London, London SW7 2AZ, United Kingdom.
Tinghao HuDepartment of Bioengineering, Royal School of Mines, Imperial College London, London SW7 2AZ, United Kingdom.
Leyang LiDepartment of Bioengineering, Royal School of Mines, Imperial College London, London SW7 2AZ, United Kingdom.
Taliya WeinsteinDepartment of Bioengineering, Royal School of Mines, Imperial College London, London SW7 2AZ, United Kingdom.
Hong Seok LeeDepartment of Bioengineering, Royal School of Mines, Imperial College London, London SW7 2AZ, United Kingdom.
Tayeb TadlaouiDepartment of Bioengineering, Royal School of Mines, Imperial College London, London SW7 2AZ, United Kingdom.
Selin OlenikDepartment of Bioengineering, Royal School of Mines, Imperial College London, London SW7 2AZ, United Kingdom.
Abdülkadir GümüşçüDepartment of Bioengineering, Royal School of Mines, Imperial College London, London SW7 2AZ, United Kingdom.
Laura Gonzalez-MaciaDepartment of Bioengineering, Royal School of Mines, Imperial College London, London SW7 2AZ, United Kingdom.ORCID 0000-0003-1372-7965
George MahukuInternational Institute of Tropical Agriculture, Dar-es-Salaam 14112, Tanzania.
James LeggInternational Institute of Tropical Agriculture, Dar-es-Salaam 14112, Tanzania.
Anthony E G CassDepartment of Chemistry, Molecular Sciences Research Hub, Imperial College London, London W12 0BZ, United Kingdom.
Firat GüderDepartment of Bioengineering, Royal School of Mines, Imperial College London, London SW7 2AZ, United Kingdom.ORCID 0000-0001-5454-0609

Funding

Bezos Family Foundation BCSP/IC/001Bill and Melinda Gates Foundation (GF) OPP1212574Bill & Melinda Gates Foundation INV-038695EC | Horizon Europe | Excellent Science | HORIZON EUROPE Marie Sklodowska-Curie Actions (MSCA) 101025390Gates Foundation INV-038695TUBITAK | Ulusal Metroloji Enstitüsü, Türkiye Bilimsel ve Teknolojik Araştirma Kurumu (TÜBİTAK UME) 1059B192400999UKRI | Biotechnology and Biological Sciences Research Council (AFRC) PSR417UKRI | Innovate UK (Technology Strategy Board) PA2131UKRI | Research England (ResEngland) G08259UKRI | Research England (ResEngland) G08288
6 · The paper itself

Abstract

Cassava brown streak disease (CBSD) threatens food security for millions in East Africa, yet its control remains limited by the absence of field-deployable molecular diagnostics. Here, we introduce ELLA (Electrochemical Lateral flow assay with Linked Analytics), a battery-free, smartphone-powered electrochemical lateral flow assay that delivers enzyme-linked immunosorbent assay (ELISA)-grade protein detection directly in the field. ELLA integrates near-field communication, a single-chip potentiostat, metal-pin electrodes, and ferrocene-labeled nanoparticles into a fully disposable cassette, enabling quantitative immunoassays without optical instrumentation or centralized laboratory infrastructure. Validated across laboratory studies and extensive field trials in Tanzania, ELLA achieved 95% agreement with ELISA and 89% agreement with RT-qPCR, outperforming ELISA's limit of detection while maintaining a material cost below US$1. By coupling molecular test results with cloud-linked analytics, we further trained DeepELLA, a smartphone-based image classification model that enables scalable surveillance from field-acquired leaf images. Together, these advances unify electrochemical sensing, digital connectivity, and AI-assisted interpretation, enabling portable, ELISA-level diagnostics for plant, environmental, and health monitoring in resource-limited regions.

Indexed as

Electrochemical TechniquesManihotPlant DiseasesPotyviridaeAfrica, EasternEnzyme-Linked Immunosorbent AssayRapid Diagnostic TestsSmartphoneTanzaniabiosensorscassava brown streak diseasedigital diagnosticsnear-field communication

Identifiers

PMID42475572
PMCPMC13416961

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.